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Delay optimization scheduling algorithm in cognitive radio networks
Authors:CHAI Zheng-yi and WANG Hong-hai
Affiliation:1. School of Computer Science and Software Engineering, Tianjin Polytechnic University, Tianjin 300384, China;Department of Mathematics and Information Science, Zhoukou Normal University, Zhoukou 466001, China;2. Tourism College of Zhejiang China, Hangzhou 311231, China
Abstract:In cognitive radio networks, delay scheduling optimization has attracted an increasing attention in recent years. Numerous researches have been performed on it with different scenarios. However, these approaches have either high computational complexity or relatively poor performance. Delay scheduling is a constraint optimization problem with non-deterministic polynomial (NP) hard feathers. In this paper, we proposed an immune algorithm-based suboptimal method to solve the problem. Suitable immune operators have been designed such as encoding, clone, mutation and selection. The simulation results show that the proposed algorithm yields near-optimal performance and operates with much lower computational complexity.
Keywords:cognitive radio networks  delay scheduling  immune algorithm  interference temperature
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